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This video is part of Google Data Analytics certificate, offering job-ready skills for careers in data analytics. Coursera provides access to practice exercises, quizzes, discussion forums, job search help, and more. The yearly cost of poor quality data in the US is $3.1 trillion according to IBM. The main cause of poor data quality is human error, not technical issues. Dirty data can lead to inaccuracies in spreadsheets and other data sets.